Behavioural Insights Projects
Discover projects applying behavioural science to policy from around the world. Add your own projects, whether completed or still ongoing, to contribute knowledge on BI applications across different countries, policy areas, and topics of interest.

Number of BI projects:
0
Legend: Projects status
- Pre-registered project
- Completed project
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Using sustainable transportation alternatives can often be hindered by car dependence (Haustein, 2021). Within the context of Santa Monica, for example, approximately 75% of Santa Monica residents choose single occupancy vehicle (SOV) commutes to work, and over 50% of households own more than one vehicle (Data USA, n.d.). More generally, vehicle transportation accounts for 62% of greenhouse gas emissions in the city, making it the largest emissions contributor (Johnstone, 2021).
However,…
BI Project
Energy savings achieved with energy consumption managers: what impacts does feedback have on…
A series of controlled randomised experiments was conducted to examine the savings effects for households of three types of energy consumption managers tools: an email + web application, an app installed on a smartphone or tablet and an in-home display. Energy savings could only be established for the in-home display: almost 7% on natural gas and over 2% on electricity consumption.
Why this experiment was conducted: The Netherlands' climate targets
Energy consumption by Dutch households…
Contact-tracing mobile phone apps have the potential to play a role in controlling
the spread of COVID-19, but their success hinges on widespread uptake by the public. We
report a study that behaviourally pre-tested COVID Tracker, Ireland’s contact-tracing app,
prior to its launch with a large sample of smartphone users. The study was funded by the
Department of Health and run in co-operation with the app’s developers, NearForm.
Participants were randomised to receive different versions of a…
BI Project
Can interventions in supermarkets reduce household food waste? A randomised controlled trial of…
The study was conducted in collaboration with eight supermarkets from two of the largest Swedish supermarket chains. The stores provided the natural environment in which to conduct an experiment using real shoppers and real purchases, without shoppers being aware of the study. Four different interventions (different price displays) were designed, based on insights from behavioural science. These signs were tested in a randomised controlled study for two common and perishable vegetables –…
An ever-increasing number of AI ethicists can enumerate the most prominent risks; yet startlingly few psychologists, or other experts in behavioral science, are working on the project of aligning AI outcomes with fundamental ethical and safety principles. This knowledge gap is striking given the extraordinary investments being channeled into the technology’s ability to master and influence human behavior. In neglecting more than a century of relevant behavioral research, the ethical AI…
Surveys give people an opportunity to be heard and provide government with vital information about the impact of its services. BETA partnered with Department of Social Services (DSS) to encourage more people to complete the Data Exchange survey.
Data Exchange is new report platform developed by DSS to enable the collection of meaningful data about service delivery outcomes from organisations receiving community grants. As part of this platform, a client survey enables clients to self-report on…
In a pre-registered experiment, we tested whether expert endorsement increases the effectiveness of debunking messages about COVID-19 vaccines. We monitored a sample of 2,277 people in Italy through a longitudinal study along the salient phases of the vaccination campaign. Participants received a series of messages endorsed by either medical researchers (experimental group) or by generic others (control). In order to minimise demand effects, we collected participants’ responses always at ten…
It’s the end of April in Poland. While everyone
is happy the harsh winter weather is finally getting
milder, the Polish Tax Authority is worried because
62% of the country failed to pay their taxes on time.
Over the past decade, the use of behavioral principles
by tax administrations in different countries has been
gaining ground. Given the country’s tax compliance
rate, Polish authorities and the World Bank tested the
use of behaviorally informed letters to late taxpayers
in order to…
To support building the pipeline of skilled workers in Ontario, the Ministry of Labour, Immigration, Training and Skills Development (MLITSD) introduced the Skilled Trades Strategy (STS) in 2020 which aims to modernize the skilled trades and apprenticeship system by breaking the stigma and attracting more young people to the skilled trades, simplifying the system, and encouraging employer participation. In collaboration with MLITSD, the Ontario Behavioural Insights Unit (BIU) plans to run a…
The Government of Canada wants to support the transition from home heating based on fossil fuels (e.g., natural gas) to electric heat pumps. Here, we wanted to test different ways of framing the advantages of heat pumps and assess the benefit of providing a step-by-step guide to getting a heat pump.